mbalchanowski / Krill-Herd

Simple console implementation of the Krill Herd (KH) algorithm

Krill herd

Simple console implementation of the Krill Herd (KH) algorithm as described in: Amir Hossein Gandomi and Amir Hossein Alavi, Krill herd: A new bio-inspired optimization algorithm, Communications in Nonlinear Science and Numerical Simulation, 2012

Please note:

• All equation numbers in source code have been taken from above article.
• This implementation doesn't include genetic operators.
• By default this algorithm tries to maximize fitness value.

It is written in C# (build with .NET Core 3.1).

Running

By default it tries to solve RASTRIGIN FUNCTION for only 2 dimensions but of course you can increase dimensions or add more functions in TestFunction.cs

Parameters

Default parameters (file Parameters.cs):

• Dimensions = 2;
• Iterations = 250;
• Population = 50;
• C_t = 0.1;
• N_Max = 0.01;
• V_f = 0.02;
• D_max = 0.02;